A plexus‐convolutional neural network framework for fast remote sensing image super‐resolution in wavelet domain

A plexus‐convolutional neural network framework for fast remote sensing image super‐resolution in wavelet domain

Abstract Satellite image processing has been widely used in recent years in a number of applications such as land classification, Identification transfer, resource exploration, super‐resolution image, etc. Due to the orbital location, revision time, quick view angle limitations, and weather impact,...

Full description

Bibliographic Details
Main Authors:	Farah Deeba, Yuanchun Zhou, Fayaz Ali Dharejo, Muhammad Ashfaq Khan, Bhagwan Das, Xuezhi Wang, Yi Du
Format:	Article
Language:	English
Published:	Wiley 2021-06-01
Series:	IET Image Processing
Subjects:	Instrumentation and techniques for geophysical, hydrospheric and lower atmosphere research Optical, image and video signal processing Computer vision and image processing techniques
Online Access:	https://doi.org/10.1049/ipr2.12136

Similar Items

A remote‐sensing image enhancement algorithm based on patch‐wise dark channel prior and histogram equalisation with colour correction
by: Fayaz Ali Dharejo, et al.
Published: (2021-01-01)

Pre‐training of gated convolution neural network for remote sensing image super‐resolution
by: Yali Peng, et al.
Published: (2021-04-01)

Spectral recovery‐guided hyperspectral super‐resolution using transfer learning
by: Shaolei Zhang, et al.
Published: (2021-09-01)

CNN‐based infrared dim small target detection algorithm using target‐oriented shallow‐deep features and effective small anchor
by: Jinming Du, et al.
Published: (2021-01-01)

Deep spectral unmixing framework via 3D denoising convolutional autoencoder
by: Peiyuan Jia, et al.
Published: (2021-05-01)

Hyperspectral image, video compression using sparse tucker tensor decomposition
by: Samiran Das
Published: (2021-03-01)

Attentive generative adversarial network for removing thin cloud from a single remote sensing image
by: Hui Chen, et al.
Published: (2021-03-01)

Convolutional neural network for smoke and fire semantic segmentation
by: Sebastien Frizzi, et al.
Published: (2021-02-01)

Efficient recurrent attention network for remote sensing scene classification
by: Le Liang, et al.
Published: (2021-06-01)

A fuzzy spectral clustering algorithm for hyperspectral image classification
by: Kang Li, et al.
Published: (2021-10-01)

Multiple classifier system for remotely sensed data clustering
by: Lamia Fatma Houbaba Chaouche Ramdane, et al.
Published: (2022-01-01)

A regression model for extreme events and the presence of bimodality with application to energy generation data
by: Julio Cezar Souza Vasconcelos, et al.
Published: (2021-02-01)

An efficient data collection framework in the sky: An affine transformation approach based on Internet of unmanned aerial vehicles
by: Bing Sun, et al.
Published: (2021-06-01)

Analysis of feasibility and advantages of multi‐source image registration using regional features
by: Liang Zeng, et al.
Published: (2021-03-01)

Spatial‐spectral feature extraction of hyperspectral images using tensor‐based collaborative graph analysis
by: Lei Pan
Published: (2021-07-01)

Synthetic aperture radar image change detection based on convolutional‐curvelet neural network and partial graph‐cut
by: Meng Jia, et al.
Published: (2021-11-01)

High‐resolution optical‐to‐SAR image registration using mutual information and SPSA optimisation
by: Sourabh Paul, et al.
Published: (2021-05-01)

Cloud detection of GF‐7 satellite laser footprint image
by: Jiaqi Yao, et al.
Published: (2021-08-01)

Bistatic 3D SAR for wall parameter extraction in cluttered environments
by: James Elgy, et al.
Published: (2021-10-01)

In‐orbit geometric calibration approach and positioning accuracy analysis for the Gaofen‐7 laser footprint camera
by: Junfeng Xie, et al.
Published: (2021-11-01)

Image processing and machine learning‐based classification method for hyperspectral images
by: Orhan Yaman, et al.
Published: (2021-02-01)

Self‐supervised learning with randomised layers for remote sensing
by: Heechul Jung, et al.
Published: (2021-03-01)

A new target scattering vector
by: Junjun Yin, et al.
Published: (2021-03-01)

Toward developing tangling noise removal and blind inpainting mechanism based on total variation in image processing
by: Muhammad Ashfaq Khan, et al.
Published: (2021-05-01)

Meta‐heuristic optimisation approach for wave energy converter design by means of a stochastic hydrodynamic model
by: Marcos Blanco, et al.
Published: (2021-02-01)

Micro‐element statistics and their application in the study of soil model electrical conductivity
by: Xiaobin Cao, et al.
Published: (2021-06-01)

A new range‐only measurement‐based glass line feature extraction method
by: Seung Hwan Lee, et al.
Published: (2021-10-01)

Unsupervised change detection method in SAR images based on deep belief network using an improved fuzzy C‐means clustering algorithm
by: Sanae Attioui, et al.
Published: (2021-03-01)

Modular horizontal pendulum wave energy converter: Exploring feasibility to power ocean observation applications in the U.S. pacific northwest
by: Chris Dizon, et al.
Published: (2021-10-01)

An efficient cylindrical coordinate subgrid parabolic equation model for predicting the power distribution and coverage of radar signals in a complex multi‐scale marine environment
by: Xiaochuan Deng, et al.
Published: (2021-02-01)

Data‐driven models for short‐term ocean wave power forecasting
by: Chenhua Ni
Published: (2021-07-01)

Service quality evaluation of bus lines based on improved momentum back‐propagation neural network model: A study of Hangzhou in China
by: Peiqing Li, et al.
Published: (2021-07-01)

Ocean wave power forecasting using convolutional neural networks
by: Pedro Bento, et al.
Published: (2021-10-01)

Analysis of the Caribbean wave climate for wave energy harvesting
by: Kevin G. Lemessy, et al.
Published: (2021-10-01)

Performance of a plate‐wave energy converter integrated in a floating breakwater
by: Siming Zheng, et al.
Published: (2021-10-01)

Wavelet-Based Enhanced Medical Image Super Resolution
by: Farah Deeba, et al.
Published: (2020-01-01)

Angular‐flexible network for light field image super‐resolution
by: Zhengyu Liang, et al.
Published: (2021-11-01)

Iterative attribute augmentation network for face image super resolution
by: Zi Teng, et al.
Published: (2021-10-01)

Convolutional non‐local spatial‐temporal learning for multi‐modality action recognition
by: Ziliang Ren, et al.
Published: (2022-09-01)

Blocking artefacts reduction based on a ripple matrix permutation image of high‐frequency images in the wavelet domain
by: Xiuli Du, et al.
Published: (2021-08-01)